Duplicate

Duplicate can be especially useful in the following situations:

1. When data does not contain personally identifiable information (PII) or sensitive elements, duplicating it allows for efficient replication without modification.

Apply duplicate

1. Open your Workspace.
2. From the Main hub or Table view tab, select the column where you want to apply a generator.
3. Under Generator, select Duplicate to copy the column from the source table to the destination table as-is.
4. Set the relevant duplicate parameters.
5. Select Confirm.

Selecting Duplicate in Generation Method panel

Note: When you duplicate a column, the column is still used during the training process, as it can contain valuable information.

This means, however, that excluding columns cannot be used to to reduce hardware requirements or increase the speed of your synthetic data jobs.

Text-specific masking

Text-specific masking options now live under Mask for text columns.

Use Text to configure:

• Shuffle
• Rare Category Protection
• Free text PII obfuscation

Ordering and indexing considerations

To ensure accurate ordering, please see ordering and indexing considerations.

Supported data types

Generator	Supported data types
Duplicate	Categorical, Continuous, Discrete, Datetime, Bytes, Bool, UUID, JSON, XML, Geo, Sets, Unknown